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Modeling Bounded Rationality, by Ariel Rubinstein
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The notion of bounded rationality was initiated in the 1950s by Herbert Simon; only recently has it influenced mainstream economics. In this book, Ariel Rubinstein defines models of bounded rationality as those in which elements of the process of choice are explicitly embedded. The book focuses on the challenges of modeling bounded rationality, rather than on substantial economic implications.
In the first part of the book, the author considers the modeling of choice. After discussing some psychological findings, he proceeds to the modeling of procedural rationality, knowledge, memory, the choice of what to know, and group decisions.In the second part, he discusses the fundamental difficulties of modeling bounded rationality in games. He begins with the modeling of a game with procedural rational players and then surveys repeated games with complexity considerations. He ends with a discussion of computability constraints in games. The final chapter includes a critique by Herbert Simon of the author's methodology and the author's response.
The Zeuthen Lecture Book series is sponsored by the Institute of Economics at the University of Copenhagen.
- Sales Rank: #1345789 in Books
- Published on: 1997-12-26
- Original language: English
- Number of items: 1
- Dimensions: 8.90" h x .40" w x 5.90" l, .76 pounds
- Binding: Paperback
- 208 pages
About the Author
Ariel Rubinstein is Professor of Economics at Tel Aviv University and New York University.
Most helpful customer reviews
8 of 8 people found the following review helpful.
Insightful, but less economics and more psychology
By Jeffrey Franson
Very well written in terms of technical coverage and originality of modelling bounded rationality and its application to game theory. However, the author develops most of his theories from either assumption and speculation or no justification at all in terms of formally depicting human rationality. It would have been a much more powerful book if there was a greater coverage of empirical evidence and bridging between psychology, artificial intelligence and economics. This lop-sided approach of modelling using solely game theoretic terminology and concepts ambiguous in their relevancy to simulating human thought and behaviour. However, there are some chapters, such as the one on knowledge representation and the other on limited memory that are the exception to this. Overall though, the book is still quite innovative and worth a read.
16 of 20 people found the following review helpful.
Fun with bounded rationality
By A Customer
This is a terrific book for anyone who wants to know more about tractable ways to relax the usual economist's assumption of perfect rationality. The book is well written and includes some exercises which would lead an ambitious reader to write his own book on the topic. If you are interested in bounded rationality, this is a book you should own.
6 of 7 people found the following review helpful.
Interesting Reading
By A Customer
A very interesting book on an interesting subject. The mathematic is very easy, the thoughts are not, or at least not always.
For anybody interested in this subject, this is good reading material.
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